AI Modeling, AI Research and ML - Artificial Intelligence Zone

Rethinking Reproducibility As the New Frontier in AI Research

Unite.AI

DECEMBER 20, 2023

Recent advancements in AI emphasize the need for improved reproducibility due to the rapid pace of innovation and the complexity of AI models. Thus, reproducibility becomes a shared responsibility among researchers to ensure that accurate findings are accessible to a diverse audience.

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Establishing an AI/ML center of excellence

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits.

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Meet Guide Labs: An AI Research Startup Building Interpretable Foundation Models that can Reliably Explain their Reasoning

Marktechpost

APRIL 1, 2024

Interpretable foundation models may explain their logic to comprehend better, control, and connect with human goals, unlike traditional black box models. This openness is vital for AI models to be used ethically and responsibly. A big problem in artificial intelligence is that existing models could be clearer.

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This AI Research Introduces GAIA: A Benchmark Defining the Next Milestone in General AI Proficiency

Marktechpost

NOVEMBER 28, 2023

It presents an opportunity for collaborative human-AI models and advancements in next-gen AI systems. Overall, the benchmark provides a clear ranking of AI assistants and highlights the need for further improvements in the performance of General AI Assistants. If you like our work, you will love our newsletter.

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Meet MambaFormer: The Fusion of Mamba and Attention Blocks in a Hybrid AI Model for Enhanced Performance

Marktechpost

FEBRUARY 16, 2024

The crux of this investigation lies in enhancing AI models’ ICL capabilities, a feature that allows them to learn new tasks through a few examples without the need for extensive parameter optimization. This capability is critical for developing more versatile and efficient AI systems.

Hybrid AI

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Google AI Research Introduces ChartPaLI-5B: A Groundbreaking Method for Elevating Vision-Language Models to New Heights of Multimodal Reasoning

Marktechpost

MARCH 21, 2024

This pioneering research not only underscores the potential of integrating the analytical strengths of LLMs into VLMs but also marks a significant stride toward realizing AI systems capable of multimodal reasoning that approaches human levels of complexity and subtlety. Also, don’t forget to follow us on Twitter.

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This AI Research from Cohere AI Introduces the Mixture of Vectors (MoV) and Mixture of LoRA (MoLORA) to Mitigate the Challenges Associated with Scaling Instruction-Tuned LLMs at Scale

Marktechpost

DECEMBER 21, 2023

With the growing advancements in the field of Artificial Intelligence (AI), researchers are constantly coming up with new transformations and innovations. However, when AI models get bigger, traditional MoEs have trouble keeping track of every memory expert. If you like our work, you will love our newsletter.

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Decoding Complex AI Models: Purdue Researchers Transform Deep Learning Predictions into Topological Maps

Marktechpost

NOVEMBER 23, 2023

The highly parameterized nature of complex prediction models makes describing and interpreting the prediction strategies difficult. Researchers have introduced a novel approach using topological data analysis (TDA), to solve the issue. All credit for this research goes to the researchers of this project.

Deep Learning

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Meta & GeorgiaTech Researchers Release a New Dataset and Associated AI Models to Help Accelerate Research on Direct Air Capture to Combat Climate Change

Marktechpost

NOVEMBER 9, 2023

In response to this challenge, the OpenDAC project has emerged as a collaborative research effort between Fundamental AI Research (FAIR) at Meta and Georgia Tech. Also, OpenDAC released the ODAC23 dataset to the broader research community and the emerging DAC industry. If you like our work, you will love our newsletter.

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SalesForce AI Research Developed ProGen: A Leap Forward in Protein Engineering Using Artificial Intelligence

Marktechpost

OCTOBER 17, 2023

Researchers have recognized the need for more controlled and accurate methods to generate proteins with specific properties, prompting the exploration of artificial intelligence (AI) as a potential solution to this problem. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter.

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Researchers from NTU Singapore Propose OtterHD-8B: An Innovative Multimodal AI Model Evolved from Fuyu-8B

Marktechpost

NOVEMBER 14, 2023

Also, don’t forget to join our 32k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter. We are also on Telegram and WhatsApp.

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The Hollywood at Home: DragNUWA is an AI Model That Can Achieve Controllable Video Generation

Marktechpost

SEPTEMBER 25, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 30k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Researchers from Meta AI Introduce a New AI Model to Critique Large Language Model Generations

Marktechpost

AUGUST 12, 2023

Though the original research failed to offer feedback on model output production on complicated tasks like math and reasoning, only providing general feedback on the output response, a more recent work by researchers instruction-tunes an LLM to create self-feedback on its replies.

Large Language Models

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Is The Wait for Jurassic Park Over? This AI Model Uses Image-to-Image Translation to Bring Ancient Fossils to Life

Marktechpost

SEPTEMBER 12, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 30k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. The post Is The Wait for Jurassic Park Over?

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CMU Researchers Unveil Diffusion-TTA: Elevating Discriminative AI Models with Generative Feedback for Unparalleled Test-Time Adaptation

Marktechpost

DECEMBER 5, 2023

Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter.

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This AI Paper from Harvard and Meta Unveils the Challenges and Innovations in Developing Multi-Modal Text-to-Image and Text-to-Video Generative AI Models

Marktechpost

DECEMBER 29, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 35k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , LinkedIn Group , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models

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AI See What You See: Mind’s Eye is an AI Model That Can Reconstruct Brain Scans into Images

Marktechpost

JUNE 14, 2023

However, as with all other domains, the emergence of successful AI models has caused huge leaps in brain image reconstruction. We have seen some methods that try to reconstruct what we saw using fMRI scans and diffusion models. Today, we have another method to talk about that tries to tackle brain scan decoding using AI models.

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Meta AI Announces Purple Llama to Assist the Community in Building Ethically with Open and Generative AI Models

Marktechpost

DECEMBER 12, 2023

They propose distinct guidelines for labeling LLM output (responses from the AI model) and human requests (input to the LLM). Using the ability of LLM models to obey commands, they can accomplish this with just one model. They’ve also launched Purple Llama. If you like our work, you will love our newsletter.

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This AI Paper Introduces Sub-Sentence Encoder: A Contrastively-Learned Contextual Embedding AI Model for Fine-Grained Semantic Representation of Text

Marktechpost

NOVEMBER 22, 2023

Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter.

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Meet DeepMind’s Robocat: A New AI Model Designed To Operate Multiple Robots

Marktechpost

JUNE 23, 2023

Don’t forget to join our 24k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Check Out The DeepMind Article and Paper.

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This AI Paper Reveals the Cybersecurity Implications of Generative AI Models – Risks, Opportunities, and Ethical Challenges

Marktechpost

DECEMBER 12, 2023

They delve into prompt injection attacks, showcasing vulnerabilities in language models like ChatGPT, and provide examples of generating attack payloads, ransomware/malware code and CPU-affecting viruses using ChatGPT. – Ethical Guidelines: Generates summaries of ethical frameworks for AI systems.

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Not the Vader You Think of: 3D VADER is an AI Model That Diffuses 3D Models

Marktechpost

AUGUST 21, 2023

With the rise of generative AI models, the process became really easy to start. These generative models can be used not only to generate new images but also for editing existing ones, thanks to the recent upgrades provided by extensive research. All Credit For This Research Goes To the Researchers on This Project.

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Tsinghua University Researchers Propose Latent Consistency Models (LCMs): The Next Generation of Generative AI Models after Latent Diffusion Models (LDMs)

Marktechpost

OCTOBER 27, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 31k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Join our AI Channel on Whatsapp.

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The Sculpture of Dreams: DreamTime is An AI Model That Improves the Optimization Strategy for Text-to-3D Content Generation

Marktechpost

JULY 24, 2023

Generative AI models are now a part of our daily lives. With all these models like MidJourney, StableDiffusion, and DALL-E, generating the image you have in your mind has never been easier. All Credit For This Research Goes To the Researchers on This Project. It’s not just in 2D as well.

AI Modeling

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PlayHT Team Introduces an AI Model with the Concept of Emotions to Generative Voice AI: This Will Allow You to Control and Direct the Generation of Speech with a Particular Emotion

Marktechpost

AUGUST 13, 2023

Research scientists also developed large language models for text-to-voice generative AI model development. It was very clear that AI can achieve results like humans in terms of voice quality, expressions, human behavior, and many more. But despite all these, there were problems associated with these models.

AI Modeling

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Meta AI Shatters Barriers with Voicebox: An Unprecedented Generative AI Model-Revolutionizing the Field of Speech Synthesis

Flipboard

JUNE 18, 2023

Meta-AI Researchers have recently achieved a significant breakthrough in generative AI for speech. They have developed Voicebox, an innovative AI model that showcases the state-of-the-art performance and the ability to generalize to speech-generation tasks without specific training.

Generative AI

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University of Surrey Researchers Developed a new Artificial Intelligence (AI) Model that Could Help the Telecommunications Network Save up to 76% in Network

Marktechpost

NOVEMBER 7, 2023

Also, don’t forget to join our 32k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. If you like our work, you will love our newsletter. We are also on Telegram and WhatsApp.

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You Gotta Pump Those Dimensions: DreamEditor is an AI Model That Edits 3D Scenes Using Text-Prompts

Marktechpost

JULY 4, 2023

Don’t forget to join our 25k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Neural Network

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WAYVE Introduces GAIA-1: A New Generative AI Model for Autonomy that Creates Realistic Driving Videos by Leveraging Video, Text, and Action Inputs

Flipboard

JUNE 19, 2023

A cutting-edge generative AI model called GAIA-1 has been introduced in response to this challenge, designed explicitly for autonomy. GAIA-1 is a research model that utilizes video, text, and action inputs to generate realistic driving videos while offering fine-grained control over ego-vehicle behavior and scene features.

Generative AI

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MLCommons introduce MedPerf: An open-source platform for benchmarking AI models to deliver clinical efficacy

Marktechpost

JULY 20, 2023

Evaluating the efficacy of AI models on large and varied real-world datasets is essential for the clinical translation of Medical AI. Medical AI models can develop an unintentional bias against certain patient populations if trained on data from a small subset of possible clinical settings.

AI Modeling

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Tabnine Introduces Tabnine Chat: An Enterprise-Grade, Code-Centric Chat application in Beta that Allows Developers to Interact with Tabnine’s AI models Using Natural Language

Marktechpost

AUGUST 16, 2023

Also, don’t forget to join our 28k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Video Editing Enters a New Age with VideoCrafter: Open Diffusion AI Models for High-Quality Video Generation

Marktechpost

OCTOBER 23, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 31k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Join our AI Channel on Whatsapp.

AI Modeling

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Can Synthetic Clinical Text Generation Revolutionize Clinical NLP Tasks? Meet ClinGen: An AI Model that Involves Clinical Knowledge Extraction and Context-Informed LLM Prompting

Marktechpost

NOVEMBER 14, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 32k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Check out the Paper and Github.

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Playing Where’s Waldo? in 3D: OpenMask3D is an AI Model That Can Segment Instances in 3D with Open-Vocabulary Queries

Marktechpost

JULY 6, 2023

Don’t forget to join our 25k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. in 3D: OpenMask3D is an AI Model That Can Segment Instances in 3D with Open-Vocabulary Queries appeared first on MarkTechPost.

AI Modeling

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The Magic Brush That Works in 3D: Blended-NeRF is an AI Model That Does Zero-Shot Object Generation in Neural Radiance Fields

Marktechpost

JULY 12, 2023

Digital images and videos are powerful because we can edit them relatively easily, especially with the recent text-to-X AI models that enable effortless editing. Don’t forget to join our 26k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Meet Glaze: A New AI Tool That Helps Artists Protect Their Style From Being Reproduced By Generative AI Models

Marktechpost

JULY 12, 2023

The emergence of text-to-image generator models has transformed the art industry, allowing anyone to create detailed artwork by providing text prompts. These AI models have gained recognition, won awards, and found applications in various media. Check out the Paper.

AI Tools

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Meet STEVE-1: An Instructable Generative AI Model For Minecraft That Follows Both Text And Visual Instructions And Only Costs $60 To Train

Marktechpost

JUNE 7, 2023

Powerful AI models may now be operated and interacted with via language commands, making them widely available and adaptable. Stable Diffusion, which transforms natural language into a picture, and ChatGPT, which can reply to messages written in natural language and carry out various tasks, are examples of such models.

Generative AI

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Deepmind Researchers Open-Source TAPIR: A New AI Model for Tracking Any Point (TAP) that Effectively Tracks a Query Point in a Video Sequence

Marktechpost

JUNE 21, 2023

Don’t forget to join our 24k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Also, the users can run TAPIR live by tracking points on their own webcams with a modern GPU by cloning the codebase provided.

Computer Vision

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Decoding AI Cognition: Unveiling the Color Perception of Large Language Models through Cognitive Psychology Methods

Marktechpost

FEBRUARY 13, 2024

This research signifies a shift from traditional neural network analysis towards methodologies inspired by cognitive psychology, offering fresh insights into how AI systems conceptualize and process information. The challenge of interpreting AI models lies in their complexity and the opaque nature of their internal workings.

Large Language Models

Large Language Models Neural Network AI AI

Researchers from USC and Microsoft Propose UniversalNER: A New AI Model Trained with Targeted Distillation Recognizing 13k+ Entity Types and Outperforming ChatGPT’s NER Accuracy by 9% F1 on 43 Datasets

Marktechpost

AUGUST 12, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 28k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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CPU vs GPU for Running LLMs Locally

Marktechpost

MARCH 23, 2024

They are designed to handle various computing tasks, including running operating systems, applications, and some aspects of AI models. While CPUs can run LLMs, the process is significantly slower than GPUs, making them less favorable for tasks requiring real-time processing or training large models.

Large Language Models

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Meet Mojo: A New Programming Language for AI Developers that Combines the Usability of Python and the Performance of C for an Unmatched Programmability of AI Hardware and the Extensibility of AI Models

Marktechpost

JULY 20, 2023

In recent years, AI and ML have gradually evolved in a way that now every organization is introducing AI in their products and trying to inculcate its applications for great usability. Recently, a popular startup company, Modular AI, has released a new programming language called Mojo. Check out the Resource.

Python

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The AI-Makeup Artist that Covers Your Identity: CLIP2Protect is an AI Model That Uses Text-Guided Makeup to Protect Facial Privacy

Marktechpost

JULY 8, 2023

The results demonstrate its efficacy against black-box FR models and online commercial facial recognition APIs Check out the Paper and Project Page. Don’t forget to join our 25k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

AI Modeling

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How to Instruction Tune Code LLMs without GPT4 Data? Meet OctoPack: A Set of AI Models for Instruction Tuning Code Large Language Models

Marktechpost

AUGUST 17, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 28k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models

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Rethinking Reproducibility As the New Frontier in AI Research

Establishing an AI/ML center of excellence

Webinars

Trending Sources

Meet Guide Labs: An AI Research Startup Building Interpretable Foundation Models that can Reliably Explain their Reasoning

Webinars

This AI Research Introduces GAIA: A Benchmark Defining the Next Milestone in General AI Proficiency

Meet MambaFormer: The Fusion of Mamba and Attention Blocks in a Hybrid AI Model for Enhanced Performance

Google AI Research Introduces ChartPaLI-5B: A Groundbreaking Method for Elevating Vision-Language Models to New Heights of Multimodal Reasoning

This AI Research from Cohere AI Introduces the Mixture of Vectors (MoV) and Mixture of LoRA (MoLORA) to Mitigate the Challenges Associated with Scaling Instruction-Tuned LLMs at Scale

Decoding Complex AI Models: Purdue Researchers Transform Deep Learning Predictions into Topological Maps

Meta & GeorgiaTech Researchers Release a New Dataset and Associated AI Models to Help Accelerate Research on Direct Air Capture to Combat Climate Change

SalesForce AI Research Developed ProGen: A Leap Forward in Protein Engineering Using Artificial Intelligence

Researchers from NTU Singapore Propose OtterHD-8B: An Innovative Multimodal AI Model Evolved from Fuyu-8B

The Hollywood at Home: DragNUWA is an AI Model That Can Achieve Controllable Video Generation

Researchers from Meta AI Introduce a New AI Model to Critique Large Language Model Generations

Is The Wait for Jurassic Park Over? This AI Model Uses Image-to-Image Translation to Bring Ancient Fossils to Life

CMU Researchers Unveil Diffusion-TTA: Elevating Discriminative AI Models with Generative Feedback for Unparalleled Test-Time Adaptation

This AI Paper from Harvard and Meta Unveils the Challenges and Innovations in Developing Multi-Modal Text-to-Image and Text-to-Video Generative AI Models

AI See What You See: Mind’s Eye is an AI Model That Can Reconstruct Brain Scans into Images

Meta AI Announces Purple Llama to Assist the Community in Building Ethically with Open and Generative AI Models

This AI Paper Introduces Sub-Sentence Encoder: A Contrastively-Learned Contextual Embedding AI Model for Fine-Grained Semantic Representation of Text

Meet DeepMind’s Robocat: A New AI Model Designed To Operate Multiple Robots

This AI Paper Reveals the Cybersecurity Implications of Generative AI Models – Risks, Opportunities, and Ethical Challenges

Not the Vader You Think of: 3D VADER is an AI Model That Diffuses 3D Models

Tsinghua University Researchers Propose Latent Consistency Models (LCMs): The Next Generation of Generative AI Models after Latent Diffusion Models (LDMs)

The Sculpture of Dreams: DreamTime is An AI Model That Improves the Optimization Strategy for Text-to-3D Content Generation

PlayHT Team Introduces an AI Model with the Concept of Emotions to Generative Voice AI: This Will Allow You to Control and Direct the Generation of Speech with a Particular Emotion

Meta AI Shatters Barriers with Voicebox: An Unprecedented Generative AI Model-Revolutionizing the Field of Speech Synthesis

University of Surrey Researchers Developed a new Artificial Intelligence (AI) Model that Could Help the Telecommunications Network Save up to 76% in Network

You Gotta Pump Those Dimensions: DreamEditor is an AI Model That Edits 3D Scenes Using Text-Prompts

WAYVE Introduces GAIA-1: A New Generative AI Model for Autonomy that Creates Realistic Driving Videos by Leveraging Video, Text, and Action Inputs

MLCommons introduce MedPerf: An open-source platform for benchmarking AI models to deliver clinical efficacy

Tabnine Introduces Tabnine Chat: An Enterprise-Grade, Code-Centric Chat application in Beta that Allows Developers to Interact with Tabnine’s AI models Using Natural Language

Video Editing Enters a New Age with VideoCrafter: Open Diffusion AI Models for High-Quality Video Generation

Can Synthetic Clinical Text Generation Revolutionize Clinical NLP Tasks? Meet ClinGen: An AI Model that Involves Clinical Knowledge Extraction and Context-Informed LLM Prompting

Playing Where’s Waldo? in 3D: OpenMask3D is an AI Model That Can Segment Instances in 3D with Open-Vocabulary Queries

The Magic Brush That Works in 3D: Blended-NeRF is an AI Model That Does Zero-Shot Object Generation in Neural Radiance Fields

Meet Glaze: A New AI Tool That Helps Artists Protect Their Style From Being Reproduced By Generative AI Models

Meet STEVE-1: An Instructable Generative AI Model For Minecraft That Follows Both Text And Visual Instructions And Only Costs $60 To Train

Deepmind Researchers Open-Source TAPIR: A New AI Model for Tracking Any Point (TAP) that Effectively Tracks a Query Point in a Video Sequence

Decoding AI Cognition: Unveiling the Color Perception of Large Language Models through Cognitive Psychology Methods

Researchers from USC and Microsoft Propose UniversalNER: A New AI Model Trained with Targeted Distillation Recognizing 13k+ Entity Types and Outperforming ChatGPT’s NER Accuracy by 9% F1 on 43 Datasets

CPU vs GPU for Running LLMs Locally

Meet Mojo: A New Programming Language for AI Developers that Combines the Usability of Python and the Performance of C for an Unmatched Programmability of AI Hardware and the Extensibility of AI Models

The AI-Makeup Artist that Covers Your Identity: CLIP2Protect is an AI Model That Uses Text-Guided Makeup to Protect Facial Privacy

How to Instruction Tune Code LLMs without GPT4 Data? Meet OctoPack: A Set of AI Models for Instruction Tuning Code Large Language Models

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